ephes

Cats vs dogs from scratch.

https://github.com/ephes/data_science_tutorial/blob/master/notebooks/cats_vs_dogs/prepare_training_data.ipynb https://github.com/ephes/data_science_tutorial/blob/master/notebooks/cats_vs_dogs/model_from_scratch.ipynb

Hardware

MacBook Pro (16 Zoll, 2019) 2,3 GHz 8-Core Intel Core i9 AMD Radeon Pro 5500M 8 GB

ephes

import os
import time
import math
import psutil


def convert_size(size_bytes):
    if size_bytes == 0:
        return "0B"
    size_name = ("B", "KB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB")

ephes

import os
import time
import math
import psutil


def convert_size(size_bytes):
    if size_bytes == 0:
        return "0B"
    size_name = ("B", "KB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB")

ephes

import os
import time
import math
import psutil


def convert_size(size_bytes):
    if size_bytes == 0:
        return "0B"
    size_name = ("B", "KB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB")

ephes

import os
import time
import math
import psutil


def convert_size(size_bytes):
    if size_bytes == 0:
        return "0B"
    size_name = ("B", "KB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB")

ephes

import subprocess

from queue import Queue
from threading import Thread
from tempfile import NamedTemporaryFile


class ClosableQueue(Queue):
    SENTINEL = object()

ephes

import pytest
from django.conf import settings

from python_podcast.users.tests.factories import UserFactory


@pytest.fixture
def user() -> settings.AUTH_USER_MODEL:
    password = "password"
    user = UserFactory(password=password)

ephes

from django import template
from django.conf import settings

from wagtail.images.templatetags.wagtailimages_tags import image


register = template.Library()


@register.tag(name="srcset_image")

ephes

from django import template
from django.conf import settings

from wagtail.images.templatetags.wagtailimages_tags import image


register = template.Library()


@register.tag(name="srcset_image")

ephes

import sys
from PyPDF2 import PdfFileReader

pages = []
doc = PdfFileReader(sys.argv[1])
for num in range(doc.numPages):
    page = doc.getPage(num)
    pages.append(page.extractText())
print("\n".join(pages))